Video-R4: Reinforcing Text-Rich Video Reasoning with Visual Rumination Paper • 2511.17490 • Published Nov 21, 2025 • 21
Directional Reasoning Injection for Fine-Tuning MLLMs Paper • 2510.15050 • Published Oct 16, 2025 • 11
Building a Foundational Guardrail for General Agentic Systems via Synthetic Data Paper • 2510.09781 • Published Oct 10, 2025 • 26
Video-LMM Post-Training: A Deep Dive into Video Reasoning with Large Multimodal Models Paper • 2510.05034 • Published Oct 6, 2025 • 49
ToonComposer: Streamlining Cartoon Production with Generative Post-Keyframing Paper • 2508.10881 • Published Aug 14, 2025 • 52
MMPerspective: Do MLLMs Understand Perspective? A Comprehensive Benchmark for Perspective Perception, Reasoning, and Robustness Paper • 2505.20426 • Published May 26, 2025 • 7
Caption Anything in Video: Fine-grained Object-centric Captioning via Spatiotemporal Multimodal Prompting Paper • 2504.05541 • Published Apr 7, 2025 • 15
Why Reasoning Matters? A Survey of Advancements in Multimodal Reasoning (v1) Paper • 2504.03151 • Published Apr 4, 2025 • 15
FreSca: Unveiling the Scaling Space in Diffusion Models Paper • 2504.02154 • Published Apr 2, 2025 • 18
AnimeGamer: Infinite Anime Life Simulation with Next Game State Prediction Paper • 2504.01014 • Published Apr 1, 2025 • 70
VERIFY: A Benchmark of Visual Explanation and Reasoning for Investigating Multimodal Reasoning Fidelity Paper • 2503.11557 • Published Mar 14, 2025 • 22
MMCOMPOSITION: Revisiting the Compositionality of Pre-trained Vision-Language Models Paper • 2410.09733 • Published Oct 13, 2024 • 8